Research interests

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Publications

List all by: Type | Date

Jump to: 2017 | 2016 | 2015 | 2013
Number of items: 9.

2017

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Parameter Inference in Differential Equation Models Using Time Warped Gradient Matching. RSS 2017 Annual Conference, Glasgow, Scotland, 04-07 Sep 2017.

Niu, M., Macdonald, B., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Statistical inference in mechanistic models: time warping for improved gradient matching. Computational Statistics, (doi:10.1007/s00180-017-0753-z) (Early Online Publication)

Niu, M., Macdonald, B., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Computational inference of biopathway dynamics and structures. Computational Statistics, (Accepted for Publication)

2016

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Parameter Inference in Differential Equation Models of Biopathways using Time Warped Gradient Matching. In: 13th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, Stirling, UK, 01-03 Sep 2016, (In Press)

Macdonald, B., Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Approximate parameter inference in systems biology using gradient matching: a comparative evaluation. BioMedical Engineering OnLine, 15, 80. (doi:10.1186/s12938-016-0186-x) (PMID:27454253) (PMCID:PMC4959362)

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Fast inference in nonlinear dynamical systems using gradient matching. Journal of Machine Learning Research: Workshop and Conference Proceedings, 48, pp. 1699-1707.

Blackwell, P. G., Niu, M., Lambert, M. S., LaPoint, S. D. and O'Hara, R. B. (2016) Exact Bayesian inference for animal movement in continuous time. Methods in Ecology and Evolution, 7(2), pp. 184-195. (doi:10.1111/2041-210X.12460)

2015

Niu, M., Filippone, M., Husmeier, D. and Rogers, S. (2015) Inference in Nonlinear Differential Equations. In: 30th International Workshop on Statistical Modelling, Linz, Austria, 06-10 Jul 2015, pp. 187-190.

2013

Reimer, P. J. et al. (2013) IntCal13 and Marine13 Radiocarbon Age Calibration Curves 0–50,000 Years cal BP. Radiocarbon, 55(4), pp. 1869-1887. (doi:10.2458/azu_js_rc.55.16947)

This list was generated on Tue Sep 19 17:29:03 2017 BST.
Number of items: 9.

Articles

Niu, M., Macdonald, B., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Statistical inference in mechanistic models: time warping for improved gradient matching. Computational Statistics, (doi:10.1007/s00180-017-0753-z) (Early Online Publication)

Niu, M., Macdonald, B., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Computational inference of biopathway dynamics and structures. Computational Statistics, (Accepted for Publication)

Macdonald, B., Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Approximate parameter inference in systems biology using gradient matching: a comparative evaluation. BioMedical Engineering OnLine, 15, 80. (doi:10.1186/s12938-016-0186-x) (PMID:27454253) (PMCID:PMC4959362)

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Fast inference in nonlinear dynamical systems using gradient matching. Journal of Machine Learning Research: Workshop and Conference Proceedings, 48, pp. 1699-1707.

Blackwell, P. G., Niu, M., Lambert, M. S., LaPoint, S. D. and O'Hara, R. B. (2016) Exact Bayesian inference for animal movement in continuous time. Methods in Ecology and Evolution, 7(2), pp. 184-195. (doi:10.1111/2041-210X.12460)

Reimer, P. J. et al. (2013) IntCal13 and Marine13 Radiocarbon Age Calibration Curves 0–50,000 Years cal BP. Radiocarbon, 55(4), pp. 1869-1887. (doi:10.2458/azu_js_rc.55.16947)

Conference or Workshop Item

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2017) Parameter Inference in Differential Equation Models Using Time Warped Gradient Matching. RSS 2017 Annual Conference, Glasgow, Scotland, 04-07 Sep 2017.

Conference Proceedings

Niu, M., Rogers, S. , Filippone, M. and Husmeier, D. (2016) Parameter Inference in Differential Equation Models of Biopathways using Time Warped Gradient Matching. In: 13th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, Stirling, UK, 01-03 Sep 2016, (In Press)

Niu, M., Filippone, M., Husmeier, D. and Rogers, S. (2015) Inference in Nonlinear Differential Equations. In: 30th International Workshop on Statistical Modelling, Linz, Austria, 06-10 Jul 2015, pp. 187-190.

This list was generated on Tue Sep 19 17:29:03 2017 BST.

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